CyberHarem/am_rfb_girlsfrontline

---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of am_rfb/AmRFB/RFB (Girls' Frontline)

This is the dataset of am_rfb/AmRFB/RFB (Girls' Frontline), containing 338 images and their tags.

The core tags of this character are `long_hair, green_eyes, brown_hair, bangs, hair_bun, bow, double_bun, hair_bow, breasts, medium_breasts, ahoge, hair_between_eyes, green_bow`, which are pruned in this dataset.

Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by [DeepGHS Team](https://github.com/deepghs)([huggingface organization](https://huggingface.co/deepghs)).

## List of Packages

| Name | Images | Size | Download | Type | Description |
|:-----------------|---------:|:-----------|:-----------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
| raw | 338 | 491.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/am_rfb_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 338 | 276.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/am_rfb_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 838 | 608.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/am_rfb_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 338 | 437.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/am_rfb_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 838 | 857.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/am_rfb_girlsfrontline/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |

### Load Raw Dataset with Waifuc

We provide raw dataset (including tagged images) for [waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html) loading. If you need this, just run the following code

```python
import os
import zipfile

from huggingface_hub import hf_hub_download
from waifuc.source import LocalSource

# download raw archive file
zip_file = hf_hub_download(
repo_id='CyberHarem/am_rfb_girlsfrontline',
repo_type='dataset',
filename='dataset-raw.zip',
)

# extract files to your directory
dataset_dir = 'dataset_dir'
os.makedirs(dataset_dir, exist_ok=True)
with zipfile.ZipFile(zip_file, 'r') as zf:
zf.extractall(dataset_dir)

# load the dataset with waifuc
source = LocalSource(dataset_dir)
for item in source:
print(item.image, item.meta['filename'], item.meta['tags'])
```

## List of Clusters

List of tag clustering result, maybe some outfits can be mined here.

### Raw Text Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | Tags |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| 0 | 7 |  |  |  |  |  | 1girl, black_dress, black_footwear, blush, bullpup, camouflage_jacket, choker, dog_tags, fur_trim, looking_at_viewer, smile, solo, black_gloves, collarbone, fingerless_gloves, full_body, assault_rifle, white_background, mary_janes, off_shoulder, striped_socks, vertical_stripes, ankle_cuffs, asymmetrical_legwear, covered_navel, holding_gun, simple_background, sketch, teddy_bear, trigger_discipline |
| 1 | 10 |  |  |  |  |  | 1girl, assault_rifle, bullpup, camouflage_jacket, choker, collarbone, fur_trim, looking_at_viewer, solo, black_dress, blush, holding_gun, smile, cleavage, dog_tags, trigger_discipline, black_gloves, fingerless_gloves, character_name, socks, striped |
| 2 | 11 |  |  |  |  |  | 1girl, black_dress, blush, camouflage_jacket, collarbone, looking_at_viewer, smile, solo, choker, bare_shoulders, cleavage, dog_tags, fur-trimmed_jacket, off_shoulder, closed_mouth, white_background, necklace |
| 3 | 6 |  |  |  |  |  | 1girl, bare_shoulders, blush, collarbone, fur-trimmed_jacket, looking_at_viewer, off_shoulder, solo, black_choker, cleavage, closed_mouth, simple_background, smile, upper_body, camouflage_jacket, white_background, black_dress, dog_tags, open_jacket |
| 4 | 5 |  |  |  |  |  | bare_shoulders, black_dress, black_gloves, blush, camouflage_jacket, choker, collarbone, dog_tags, fingerless_gloves, socks, white_background, 1girl, :d, asymmetrical_legwear, black_footwear, holding_handheld_game_console, looking_at_viewer, nintendo_switch, off_shoulder, open_mouth, solo, fur-trimmed_jacket, joy-con, knees_up, mary_janes, simple_background, sitting, vertical_stripes, character_name, convenient_leg, full_body, small_breasts, standing |
| 5 | 39 |  |  |  |  |  | 1girl, solo, bare_shoulders, blush, looking_at_viewer, official_alternate_costume, red_dress, red_bow, smile, cleavage, christmas, collarbone, choker, black_pantyhose, open_coat, open_mouth, belt, holding, strapless_dress, red_footwear, duffel_coat, nintendo_switch, sidelocks, boots, closed_mouth, fur-trimmed_dress, off_shoulder |
| 6 | 11 |  |  |  |  |  | 1girl, looking_at_viewer, outdoors, solo, blush, smile, cloud, day, blue_sky, dress, open_mouth, collarbone, black_bikini, cleavage, frills, navel |
| 7 | 14 |  |  |  |  |  | 1girl, blush, looking_at_viewer, solo, floral_print, wide_sleeves, smile, long_sleeves, red_kimono, hakama_skirt, official_alternate_costume, purple_hakama, holding, obi, open_mouth, red_bow, closed_mouth, print_kimono |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_dress | black_footwear | blush | bullpup | camouflage_jacket | choker | dog_tags | fur_trim | looking_at_viewer | smile | solo | black_gloves | collarbone | fingerless_gloves | full_body | assault_rifle | white_background | mary_janes | off_shoulder | striped_socks | vertical_stripes | ankle_cuffs | asymmetrical_legwear | covered_navel | holding_gun | simple_background | sketch | teddy_bear | trigger_discipline | cleavage | character_name | socks | striped | bare_shoulders | fur-trimmed_jacket | closed_mouth | necklace | black_choker | upper_body | open_jacket | :d | holding_handheld_game_console | nintendo_switch | open_mouth | joy-con | knees_up | sitting | convenient_leg | small_breasts | standing | official_alternate_costume | red_dress | red_bow | christmas | black_pantyhose | open_coat | belt | holding | strapless_dress | red_footwear | duffel_coat | sidelocks | boots | fur-trimmed_dress | outdoors | cloud | day | blue_sky | dress | black_bikini | frills | navel | floral_print | wide_sleeves | long_sleeves | red_kimono | hakama_skirt | purple_hakama | obi | print_kimono |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:-----------------|:--------|:----------|:--------------------|:---------|:-----------|:-----------|:--------------------|:--------|:-------|:---------------|:-------------|:--------------------|:------------|:----------------|:-------------------|:-------------|:---------------|:----------------|:-------------------|:--------------|:-----------------------|:----------------|:--------------|:--------------------|:---------|:-------------|:---------------------|:-----------|:-----------------|:--------|:----------|:-----------------|:---------------------|:---------------|:-----------|:---------------|:-------------|:--------------|:-----|:--------------------------------|:------------------|:-------------|:----------|:-----------|:----------|:-----------------|:----------------|:-----------|:-----------------------------|:------------|:----------|:------------|:------------------|:------------|:-------|:----------|:------------------|:---------------|:--------------|:------------|:--------|:--------------------|:-----------|:--------|:------|:-----------|:--------|:---------------|:---------|:--------|:---------------|:---------------|:---------------|:-------------|:---------------|:----------------|:------|:---------------|
| 0 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 10 |  |  |  |  |  | X | X | | X | X | X | X | X | X | X | X | X | X | X | X | | X | | | | | | | | | X | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 11 |  |  |  |  |  | X | X | | X | | X | X | X | | X | X | X | | X | | | | X | | X | | | | | | | | | | | X | | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 6 |  |  |  |  |  | X | X | | X | | X | | X | | X | X | X | | X | | | | X | | X | | | | | | | X | | | | X | | | | X | X | X | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 5 |  |  |  |  |  | X | X | X | X | | X | X | X | | X | | X | X | X | X | X | | X | X | X | | X | | X | | | X | | | | | X | X | | X | X | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 39 |  |  |  |  |  | X | | | X | | | X | | | X | X | X | | X | | | | | | X | | | | | | | | | | | X | | | | X | | X | | | | | | | X | X | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | |
| 6 | 11 |  |  |  |  |  | X | | | X | | | | | | X | X | X | | X | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | | | | | | | | |
| 7 | 14 |  |  |  |  |  | X | | | X | | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | X | | | | | | | X | | X | | | | | X | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X |

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of am_rfb/AmRFB/RFB (Girls Frontline)
• 包含内容: 338张图片及其标签
• 核心标签: long_hair, green_eyes, brown_hair, bangs, hair_bun, bow, double_bun, hair_bow, breasts, medium_breasts, ahoge, hair_between_eyes, green_bow

数据集包列表

名称	图片数量	大小	类型	描述
raw	338	491.12 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）
800	338	276.59 MiB	IMG+TXT	短边不超过800像素的图片数据
stage3-p480-800	838	608.33 MiB	IMG+TXT	3阶段裁剪数据，区域不小于480x480像素
1200	338	437.07 MiB	IMG+TXT	短边不超过1200像素的图片数据
stage3-p480-1200	838	857.53 MiB	IMG+TXT	3阶段裁剪数据，区域不小于480x480像素

标签聚类结果

原始文本版本

#	样本数量	图片示例	标签
0	7		1girl, black_dress, black_footwear, blush, bullpup, camouflage_jacket, choker, dog_tags, fur_trim, looking_at_viewer, smile, solo, black_gloves, collarbone, fingerless_gloves, full_body, assault_rifle, white_background, mary_janes, off_shoulder, striped_socks, vertical_stripes, ankle_cuffs, asymmetrical_legwear, covered_navel, holding_gun, simple_background, sketch, teddy_bear, trigger_discipline
1	10		1girl, assault_rifle, bullpup, camouflage_jacket, choker, collarbone, fur_trim, looking_at_viewer, solo, black_dress, blush, holding_gun, smile, cleavage, dog_tags, trigger_discipline, black_gloves, fingerless_gloves, character_name, socks, striped
2	11		1girl, black_dress, blush, camouflage_jacket, collarbone, looking_at_viewer, smile, solo, choker, bare_shoulders, cleavage, dog_tags, fur-trimmed_jacket, off_shoulder, closed_mouth, white_background, necklace
3	6		1girl, bare_shoulders, blush, collarbone, fur-trimmed_jacket, looking_at_viewer, off_shoulder, solo, black_choker, cleavage, closed_mouth, simple_background, smile, upper_body, camouflage_jacket, white_background, black_dress, dog_tags, open_jacket
4	5		bare_shoulders, black_dress, black_gloves, blush, camouflage_jacket, choker, collarbone, dog_tags, fingerless_gloves, socks, white_background, 1girl, :d, asymmetrical_legwear, black_footwear, holding_handheld_game_console, looking_at_viewer, nintendo_switch, off_shoulder, open_mouth, solo, fur-trimmed_jacket, joy-con, knees_up, mary_janes, simple_background, sitting, vertical_stripes, character_name, convenient_leg, full_body, small_breasts, standing
5	39		1girl, solo, bare_shoulders, blush, looking_at_viewer, official_alternate_costume, red_dress, red_bow, smile, cleavage, christmas, collarbone, choker, black_pantyhose, open_coat, open_mouth, belt, holding, strapless_dress, red_footwear, duffel_coat, nintendo_switch, sidelocks, boots, closed_mouth, fur-trimmed_dress, off_shoulder
6	11		1girl, looking_at_viewer, outdoors, solo, blush, smile, cloud, day, blue_sky, dress, open_mouth, collarbone, black_bikini, cleavage, frills, navel
7	14		1girl, blush, looking_at_viewer, solo, floral_print, wide_sleeves, smile, long_sleeves, red_kimono, hakama_skirt, official_alternate_costume, purple_hakama, holding, obi, open_mouth, red_bow, closed_mouth, print_kimono

表格版本

#	样本数量	图片示例	1girl	black_dress	black_footwear	blush	bullpup	camouflage_jacket	choker	dog_tags	fur_trim	looking_at_viewer	smile	solo	black_gloves	collarbone	fingerless_gloves	full_body	assault_rifle	white_background	mary_janes	off_shoulder	striped_socks	vertical_stripes	ankle_cuffs	asymmetrical_legwear	covered_navel	holding_gun	simple_background	sketch	teddy_bear	trigger_discipline	cleavage	character_name	socks	striped	bare_shoulders	fur-trimmed_jacket	closed_mouth	necklace	black_choker	upper_body	open_jacket	:d	holding_handheld_game_console	nintendo_switch	open_mouth	joy-con	knees_up	sitting	convenient_leg	small_breasts	standing	official_alternate_costume	red_dress	red_bow	christmas	black_pantyhose	open_coat	belt	holding	strapless_dress	red_footwear	duffel_coat	sidelocks	boots	fur-trimmed_dress	outdoors	cloud	day	blue_sky	dress	black_bikini	frills	navel	floral_print	wide_sleeves	long_sleeves	red_kimono	hakama_skirt	purple_hakama	obi	print_kimono
0	7		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X